Computer Science and Software Engineering

Research output

Research output per year 1984 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2019 2020 2021 2022 2023 2024 2024

• 1228 Article
• 1176 Conference paper
• 146 Doctoral Thesis
• 84 Chapter
• 260 More
  • 39 Review article
  • 36 Other output
  • 24 Edited book/Anthology
  • 24 Preprint
  • 21 Software
  • 18 Master's Thesis
  • 16 Book
  • 13 Conference presentation/ephemera
  • 11 Conference article
  • 11 Editorial
  • 10 Other chapter contribution
  • 8 Letter
  • 6 Other
  • 5 Abstract
  • 5 Poster
  • 4 Abstract/Meeting Abstract
  • 2 Entry for encyclopedia/dictionary
  • 2 Foreword/postscript
  • 2 Comment/debate
  • 1 Literature review
  • 1 Other contribution
  • 1 Non-UWA Thesis

Research output per year

Research output per year

Search results

• 2024

  Artificial intelligence methods to support clinical decision making in cardiology

  Lu, J., 2024, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Coronary Artery Disease 100%
  • Atrial Fibrillation 100%
  • Cardiology 100%
  • Clinical Decision Making 100%
  • Cardiovascular System 50%
  5 Downloads (Pure)

• Automatic Generation of a Coherent Story from a Set of Images

  Malakan, Z. M., 2024, (Unpublished) 138 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Automatic Generation 100%
  • Visual Storytelling 100%
  • Story-Telling 100%
  • Storytelling 100%
  • Visual Representation 50%
  158 Downloads (Pure)

• Balancing structure and dynamics - dynamical networks and embedding as a modelling paradigm

  Tan, E., 2024, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Model Structure 100%
  • Dynamics 100%
  • Dynamical System 100%
  • Discourse 100%
  • Mathematical Modeling 33%
  1 Downloads (Pure)

• Deep learning for sensing in wastewater treatment plants

  Alvi, M., 2024, (Unpublished) 146 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Wastewater Treatment Plant 100%
  • Deep Learning Method 100%
  • Wastewater Treatment 33%
  • Wastewater Treatment System 33%
  73 Downloads (Pure)

• Digital transformation of industrial maintenance procedures

  Woods, C., 2024, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Ontology 100%
  • Digital Transformation 100%
  • Maintenance Technician 33%
  32 Downloads (Pure)

• Efficient automatic probabilistic graphical model learning and inference

  Jiang, J., 2024, (Unpublished) 145 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Biomedical Informatics 100%
  47 Downloads (Pure)

• Explaining deep neural networks to establish trust

  Yang, P., 2024, (Unpublished) 178 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Neural Network 100%
  • Decision-Making Process 100%
  • Deep Neural Network 100%
  • Decision-Making 100%
  46 Downloads (Pure)

• Human Motion Analysis

  Zahan, S., 2024, (Unpublished) 145 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Progression 100%
  • Body Part 100%
  • Learning Technique 100%
  • Dynamic Motion 100%
  • Deep Learning Method 100%
  104 Downloads (Pure)

• Improving sleep health with deep learning: automated classification of sleep stages and detection of sleep disorders

  Almutairi, H., 2024, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Sleep Disorder 100%
  • Learning Model 100%
  • Sleep Health 100%
  • Sleep Stage 100%
  • Deep Learning Method 100%
  121 Downloads (Pure)

• Reservoir time series analysis: developing reservoir computing techniques for nonlinear time series analysis from foundations to application

  Thorne, B., 2024, (Unpublished) 167 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Reservoir Computing 100%
  • Time Series Analysis 100%
  • Unsupervised Learning 66%
  • Concept Drift Detection 33%
  55 Downloads (Pure)

• Rumour detection and classification on microblogging platforms

  Anggrainingsih, R., 2024, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Bidirectional Encoder Representations From Transformers 100%
  • Microblogging 100%
  • Computational Constraint 100%
  • Neural Network 100%
  • Misinformation 20%
  104 Downloads (Pure)
• 2023

  3D Scene understanding from LiDAR point clouds

  Ibrahim, M., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Point Cloud 100%
  • 3d Scenes 100%
  • Scene Understanding 100%
  • Outdoor Environment 100%
  • Deep Learning Method 25%
  243 Downloads (Pure)

• Advanced deep learning for hyperspectral data classification

  Khotimah, W. N., 2023, (Unpublished) 165 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Hyperspectral Image 100%
  • Hyperspectral Image Classification 100%
  • Spectral Band 100%
  294 Downloads (Pure)

• Advances in Stereo Reconstruction towards Improved Holographic Communication

  Jospin, L. V., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File
  207 Downloads (Pure)

• Algorithms for Geometric Intersection Graphs

  Gozzard, A., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Polygon 100%
  • Circle Graph 100%
  • Polynomial Time 100%
  • Intersection Graph 100%
  • Polynomial Time Algorithm 100%
  157 Downloads (Pure)

• Application of deep learning to leverage high-throughput phenotyping for crop breeding

  Furaste Danilevicz, M., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Crop Breeding 100%
  • Phenotypic Variation 100%
  66 Downloads (Pure)

• Application of machine learning to qualitative and quantitative blackleg resistance in Brassica napus and development and analysis of a pangenome for Phaseolus vulgaris.

  Anderson, R., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

• Continual learning of interval-based temporal patterns from event streams

  Johnson, K., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Temporal Constraint 100%
  • Representation Model 50%
  • Unsupervised Manner 50%
  • Learning Algorithm 50%
  • Machine Learning 50%
  106 Downloads (Pure)

• Deep learning for de novo RNA secondary structure prediction

  Szikszai, M., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Protein Structure Prediction 100%
  334 Downloads (Pure)

• Development of a visual data storytelling framework

  Zhang, Y., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Visual Content 100%
  • Scientific Visualization 100%
  119 Downloads (Pure)

• Enabling Rapid Discovery of Gravitational Waves Using Machine Learning

  Chatterjee, C., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Gravitational Wave 100%
  • Machine Learning 100%
  • Compact Objects 25%
  • Electromagnetism 25%
  275 Downloads (Pure)

• Examining the Retranslation Hypothesis in the Arabic Translations of Lady Chatterley’s Lover

  Albudairi, Y., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

• Leveraging Machine Learning for Enhanced Detection and Classification of Brain Pathologies Using EEG

  Albaqami, H., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Electroencephalogram 100%
  • Signal Processing 33%
  226 Downloads (Pure)

• Monocular 3D face reconstruction

  Mohaghegh, H., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Human Computer Interaction 100%
  • Challenging Condition 100%
  • Deep Learning Method 100%
  • Augmented Reality 100%
  • Face Recognition 100%
  48 Downloads (Pure)

• Practical assessment of body composition and surrogate anthropometric measures for the clinical interpretation of individual health

  Smith, M., 2023, (Unpublished) 247 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Body Composition 100%
  • Anthropometry 100%
  • Potential Health Risk 100%
  • Medical Practice 20%
  • Health Status 20%
  74 Downloads (Pure)

• Semantic parsing for natural language queries over industrial knowledge graphs

  Zhao, Z., 2023, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Parsing 100%
  • Query Language 100%
  • Knowledge Graph 100%
  • Relational Database 66%
  • Structured Query Language 33%
  105 Downloads (Pure)

• Towards a quantitative management of metastatic prostate cancer using PSMA PET images

  Kendrick, J., 2023, (Unpublished) 325 p.

  Research output: Thesis › Doctoral Thesis

  File

  • Quantitative Technique 100%
  • Overall Survival 100%
  • Artificial Intelligence 100%
  • Prostate Cancer 100%
  • Polyethylene Terephthalate 100%
  96 Downloads (Pure)
• 2022

  Application of Evolutionary Algorithms to Rural Electricity Distribution Planning

  Rosenberg, M., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Electric Power Distribution 100%
  • Microgrid 66%
  • Optimisation Problem 33%
  • Frame Time 33%
  • Main Part 33%
  284 Downloads (Pure)

• Data science and cardiovascular risk

  Nolde, J. M., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis › peer-review

  File

  • Cardiovascular System 100%
  • Cardiovascular Risk 100%
  • Risk Factor 50%
  136 Downloads (Pure)

• Day ahead Photovoltaic Power Forecasting: An Ensemble Method Augmented with Adaptive Weighting and Data Segmentation Technique

  Ahmed, R., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Ensemble Method 100%
  • Segmentation Technique 100%
  • Photovoltaics 100%
  • Photovoltaic Power 100%
  • State of the Art 100%
  453 Downloads (Pure)

• Fraud Detection in Social Media: Representation Learning and Challenges

  Shehnepoor, S., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Medium Representation 100%
  • Review Platform 100%
  • Cold Start Problem 100%
  • Representation Learning 100%
  • Fraud Detection 100%
  332 Downloads (Pure)

• Hajj Crowd Analysis: Incidents and Solutions

  Owaidah, A., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Modeling and Simulation 100%
  • Discrete Event Simulation 100%
  • Crowd Analysis 100%
  • Case Study 100%
  • Simulation Tool 100%
  1171 Downloads (Pure)

• Leveraging Computer Vision Through Non-traditional Adversarial Machine Learning

  Pestana Cardeno, C., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Adversarial Machine Learning 100%
  • Computer Vision 100%
  • Deep Learning Method 50%
  • Computer Vision Task 25%
  • Potential Attack 25%
  382 Downloads (Pure)

• Microbial Bioprospecting Utilizing Large-scale Environmental (Meta)genomes

  Vuong, P., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Metagenomics 100%
  • Taxon 100%
  • Metagenome 100%
  357 Downloads (Pure)

• Smart Beehive Monitoring for Remote Regions

  Anwar, O., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Deep Learning Method 100%
  • Learning System 50%
  888 Downloads (Pure)

• Tactical Performance Insights for Australian Rules Football Using Deep Learning

  Born, Z., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Introspection 100%
  • Learning 100%
  • Movement (Physiology) 100%
  • Tools 100%
  • Behavior 100%
  425 Downloads (Pure)

• Use of Light Detection and Ranging (LiDAR) to detect and map weeds that grow taller than crops at harvest

  Shahbazi, N., 2022, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Seeds 100%
  • Weed Management 100%
  • Precision Agriculture 50%
  • Weed-Mapping 50%
  335 Downloads (Pure)
• 2021

  Data compression for smart distribution systems

  Ahmad, A., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Data Compression 100%
  • Distribution System 100%
  • Short-Term Memory 100%
  • Distribution Network 50%
  • Massive Amount 50%
  175 Downloads (Pure)

• Deep Learning for Image Classification and Segmentation with Scarce Labelled Data

  Xu, L., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Image Segmentation 100%
  • Deep Learning Method 100%
  • Image Classification 100%
  • Annotation 25%
  • Supervised Learning 25%
  3831 Downloads (Pure)

• Deep learning for Natural Language Description of Videos

  Aafaq, N., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Field Research 100%
  • Human Robot Interaction 100%
  • Deep Learning Method 100%
  • Computational Modeling 100%
  419 Downloads (Pure)

• Developing community based hashtag recommendation for tweets and methods of evaluating hashtag recommendation

  Alsini, A., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Social Medium Platform 100%
  • Microblogs 100%
  • Influencing Factor 100%
  300 Downloads (Pure)

• Geological Knowledge Graph Construction from Mineral Exploration Text

  Enkhsaikhan, M., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Graph Construction 100%
  • Knowledge Graph 100%
  • Mineral Exploration 100%
  • Geology 66%
  • Knowledge Discovery 33%
  734 Downloads (Pure)

• Geometric Deep Learning for 3D Data

  Lei, H., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Representation Learning 100%
  • Geometric Deep Learning 100%
  • Deep Learning Method 100%
  • Point Cloud 50%
  • Distinctive Feature 50%
  765 Downloads (Pure)

• Leveraging Internal Gradients to Understand Deep Visual Models

  Jalwana, M. A. A. K., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Art Performance 100%
  • Adversarial Machine Learning 100%
  • Internal Representation 100%
  445 Downloads (Pure)

• Machine Learning with Applications to Heart Failure Data Analysis and Processing

  Awan, S., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Machine Learning 100%
  • Class Imbalance 100%
  • Learning System 100%
  • Data Processing 100%
  • Failure Data 100%
  453 Downloads (Pure)

• Personalized Location Selection in Large-scale Geo-social Networks

  Haldar, N. A. H., 2021, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Social Network 100%
  • User Preference 66%
  • Efficient Algorithm 33%
  • Social Connection 33%
  • Location Information 33%
  318 Downloads (Pure)
• 2020

  Data-driven robust human action recognition

  Liu, J., 2020, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • human action recognition 100%
  • Action Recognition 66%
  • Data Synthesis 33%
  • Classification Action 33%
  • Fundamental Problem 33%
  513 Downloads (Pure)

• Deep Learning Based Pedestrian Trajectory Prediction

  Xue, H., 2020, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Deep Learning Method 100%
  • Artificial Intelligence 100%
  878 Downloads (Pure)

• Diachronic Evaluation of Google Translate, Microsoft Translator and Sakhr in English-Arabic Translation

  Almahasees, Z., 2020, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Arabic translation 100%
  • English 100%
  • Holistic 33%
  • League 33%
  • Corpus 33%
  3384 Downloads (Pure)

• Model learning for structured predictions from complementary data sources

  Nadeem, U., 2020, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Data Source 100%
  • Performance Gain 100%
  • Classification Technique 100%
  • Emotion Analysis 100%
  • Training Requirement 100%
  528 Downloads (Pure)